Eigenproblems in Pattern Recognition

Tijl De Bie, Nello Cristianini, Roman Rosipal
Eigenproblems in Pattern Recognition
In ``Handbook of Geometric Computing : Applications in Pattern Recognition, Computer Vision, Neuralcomputing, and Robotics", E. Bayro-Corrochano (editor), Springer-Verlag, Heidelberg, August, 2005.

This book chapter contains a tutorial on eigenvalue problems in pattern recognition from a primal-dual perspective. Algorithms discussed include PCA, CCA, PLS, FDA, and spectral clustering.

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